Combining Predictions under Uncertainty: The Case of Random Decision Trees

Florian Busch, Moritz Kulessa, Eneldo Loza Mencía +1

A common approach to aggregate classification estimates in an ensemble of decision trees is to either use voting or to average the probabilities for each class. The latter takes un…